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SERENGETI: Massively Multilingual Language Models for Africa


Dec 21, 2022
Ife Adebara, AbdelRahim Elmadany, Muhammad Abdul-Mageed, Alcides Alcoba Inciarte

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* Work in Progress 

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ORCA: A Challenging Benchmark for Arabic Language Understanding


Dec 21, 2022
AbdelRahim Elmadany, El Moatez Billah Nagoudi, Muhammad Abdul-Mageed

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* All authors contributed equally 

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JASMINE: Arabic GPT Models for Few-Shot Learning


Dec 21, 2022
El Moatez Billah Nagoudi, Muhammad Abdul-Mageed, AbdelRahim Elmadany, Alcides Alcoba Inciarte, Md Tawkat Islam Khondaker

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Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning


Nov 11, 2022
Md Tawkat Islam Khondaker, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan

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NADI 2022: The Third Nuanced Arabic Dialect Identification Shared Task


Oct 18, 2022
Muhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim Elmadany, Houda Bouamor, Nizar Habash

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* arXiv admin note: text overlap with arXiv:2103.08466 

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AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers


Oct 14, 2022
Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah, Sebastien Bubeck, Jianfeng Gao

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Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints


Oct 06, 2022
Ganesh Jawahar, Subhabrata Mukherjee, Debadeepta Dey, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Caio Cesar Teodoro Mendes, Gustavo Henrique de Rosa, Shital Shah

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TURJUMAN: A Public Toolkit for Neural Arabic Machine Translation


May 27, 2022
El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed

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* Proceedings of the 5th Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT5), 2022 
* All authors contributed equally 

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Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning


May 14, 2022
Wei-Rui Chen, Muhammad Abdul-Mageed

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Decay No More: A Persistent Twitter Dataset for Learning Social Meaning


Apr 10, 2022
Chiyu Zhang, Muhammad Abdul-Mageed, El Moatez Billah Nagoudi

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* Under review. arXiv admin note: text overlap with arXiv:2108.00356 

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